Gremlin

Gremlin

Data Scientist, AI/ML

Remote, based in the US

No sponsorship$220k-$290kDetected 8 days ago
Distributed SystemsDevOpsSite Reliability EngineeringMachine LearningData EngineeringData ScienceAgentic AIMLOpsA/B TestingResearchCommunicationCollaboration

About the role

  • As a Data Scientist, AI/ML at Gremlin, you will have the opportunity to improve the reliability of the internet at large by turning millions of chaos engineering experiments into automated failure analysis and remediation.
  • You will be able to leverage your applied machine learning experience to inform product direction as well as solve complex technical problems that directly impact our customers (which range from the Fortune 500 to smaller organizations).
  • You will work closely with a small, talented engineering team focused on quality, delivery, and predictability with an emphasis on providing our customers a great user experience.

Responsibilities

  • Develop scalable data pipelines and feature stores to process, enrich, and serve large volumes of experiment data for both model training and real-time inference
  • Collaborate closely with platform engineers and SREs to integrate AI-driven failure analysis and remediation capabilities directly into Gremlin's core product
  • Gremlin Reliability Platform helps software teams proactively monitor and test their systems for common reliability risks, build and enforce reliability standards, and automate their reliability practices organization-wide.
  • We set the standard for reliability and equip leading organizations with the mindset and expertise needed to drive reliability improvements that move the world forward.
  • We're backed by top-tier investors Index Ventures, Amplify Partners, and Redpoint Ventures.
  • Our customers love us, and we're thrilled to be a partner in their success.
  • To keep our pace, everyone owns the outcomes of their actions and takes action when needed.
  • The more voices and ideas we have represented in our business, the more we will all flourish, contribute, and build a more reliable internet.
  • It's in our differences that we will find the power to keep building a more reliable internet by building and designing tools used by the best companies in the world.

Requirements

  • You are welcome at Gremlin for who you are.

Nice to have

  • Experience with chaos engineering, site reliability engineering, or distributed systems
  • Background in agentic AI systems or large-scale causal inference in production
  • Experience standing up MLOps tooling such as model serving, monitoring, or feature store infrastructure
  • Has been on-call and participated in an incident management program
  • Experience as a self-driven and collaborative problem solver with strong communication skills
  • Experience with agile development environments and practices
  • Strong advocate and practitioner of rigorous experimentation, model evaluation, and engineering best practices
  • Comfort partnering with platform engineers and SREs to turn research into shipped product features

Compensation

  • We expect the salary range for this role to be $220,000 - $290,000.
  • We recognize that salary varies from person to person depending on level of experience and we welcome direct conversations about it.
  • Gremlin offers competitive total compensation packages including 401k Matching, Equity and other benefits such as flexible time off and paid company holidays.

Benefits

  • Pretraining and fine-tuning machine learning models that automatically detect, classify, and explain failures observed during chaos experiments
  • Build intelligent systems that deliver automated remediation recommendations, and eventually orchestration, by learning from historical experiment outcomes and system behavior
  • Apply advanced techniques, including causal inference, graph ML, time-series modeling, and reinforcement learning, to continuously improve the accuracy and actionability of automated failure analysis

Company info

  • Translate insights from millions of chaos experiments into AI-powered features that help customers automatically understand blast radius, pinpoint root causes, and accelerate recovery
  • Gremlin is a team of industry veterans and people eager to learn from one another.

Visa & Work Authorization

  • The role does not offer sponsorship employment benefits.
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This listing is sourced directly from Gremlin's careers page and normalized into a canonical job model.